AI testing agents that write, run and self-heal Playwright end-to-end and API tests, delivered to your repo as pull requests.
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DataRobot
Enterprise AI platform to build, deploy, monitor and govern predictive and generative AI models and agents, with a 30-day free trial.
What is DataRobot?
DataRobot is an enterprise AI platform that covers building, operating and governing both predictive and generative AI. On the build side it offers an agent builder, AutoML and a GenAI workbench with LLM playgrounds, vector databases and RAG, plus a gallery of customizable application templates. Teams can work low-code in the web interface or code-first through a REST API, Python client packages and a CLI. The operate side includes one-click deployment, real-time monitoring of accuracy, drift, cost and behavior, batch predictions, challenger models and automated retraining. A governance layer provides a registry, audit and approval workflows, and documentation for compliance. DataRobot can run in SaaS form or self-managed, on-premises, hybrid or multi-cloud, and it lists connections to SAP, Snowflake, AWS and Salesforce. Full pricing is not published: you contact sales, though a one-time 30-day self-service trial gives full platform access with no contract.
Use cases
- Build and launch AI agents from templates
- Train predictive models with AutoML
- Deploy models and monitor drift
- Govern AI assets with a registry
- Compare LLMs in a playground
- Create RAG applications over company data
Who it's for
Why use DataRobot
- One platform spans building, deploying, monitoring and governing AI, which reduces tool sprawl.
- You can switch between the visual interface and code at any time, so mixed teams can share work.
- Monitoring and governance features support production oversight and regulatory documentation.
- Deployment options include SaaS, on-premises, hybrid and multi-cloud for different data rules.
- The 30-day trial needs no contract, so teams can test real projects before talking to sales.
DataRobot features
- Agent builder with customizable templates
- AutoML for predictive modeling
- GenAI workbench with LLM playgrounds and vector databases
- One-click deployment with real-time monitoring dashboards
- Monitoring of service health, data drift and accuracy
- Challenger models and automated retraining
- Governance registry with audit and approval workflows
- Portable Prediction Servers and Scoring Code export
- Low-code interface plus REST API, Python client and CLI
- SaaS or self-managed deployment, including on-premises and hybrid
DataRobot integrations
How to get started with DataRobot
- Sign up for the self-service trial with an email or a Google or GitHub login, with no sales call required.
- Create an agent from a template or train a model with AutoML, connecting your data sources.
- Compare LLMs, embeddings and vector databases in the GenAI workbench, or use the REST API and Python client.
- Deploy to production and watch monitoring dashboards for performance, accuracy, cost and behavior.
- Register assets for governance, invite colleagues, and contact sales to continue past 30 days.
DataRobot limitations
- Pricing is not published and runs through sales
- The trial is one-time, lasts 30 days and gives batch predictions only
- Trial accounts cap GenAI use at 15 vector databases and 1,000 LLM calls
- Trial data is permanently deleted 30 days after expiry unless you upgrade
- NVIDIA NIM and GPUs are not available during the trial
DataRobot pricing
DataRobot is sold on custom quotes, so its prices aren't published.
DataRobot plans
Free Trial
Free
one-time, 30 days
- Full platform access
- Agent builder, AutoML and GenAI workbench
- App templates gallery
- Community support
Pricing 5.0 (Classic MLOps)
Custom
contact a representative
- Deployments page with alerts
- Model monitoring
- Governance workflows
- Automated retraining
- Challenger models
Plans as listed on the official pricing page on . Prices can change and may vary by country or exclude tax. Check the official pricing page.
DataRobot alternatives
The main DataRobot alternatives listed on Debuly are Databricks, IBM watsonx.ai, Rescale, Cognee, Haystack and Kubeflow. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| DataRobot | Contact sales | — | Web, API, CLI, Self-hosted |
| Cognee | Freemium | $1, usage-based | Web, API, Self-hosted, MCP server |
| Databricks | Free trial | — | Web |
| Haystack | Open source | — | Python, Self-hosted |
| IBM watsonx.ai | Freemium | — | Web, API, SDK |
| Kubeflow | Open source | — | Self-hosted, Kubernetes |
| Rescale | Contact sales | — | Web, API, CLI |
Cognee
Open-source memory engine for AI agents that combines vector search, knowledge graphs and relational storage, with a hosted cloud.
FreemiumVisit Cognee (official site)Databricks
Data and AI platform for data engineering, warehousing, governance, dashboards and AI agents, billed by usage on AWS, Azure and GCP.
Free trialVisit Databricks (official site)
Haystack
Open-source Python framework from deepset for building RAG pipelines, AI agents and multimodal apps from modular components.
Open sourceVisit Haystack (official site)
IBM watsonx.ai
IBM's AI development studio for building generative AI apps and agents with foundation models, prompt tools, and machine learning, billed by usage.
Kubeflow
Open source, Kubernetes-native AI platform made of modular projects for training, tuning, pipelines, notebooks and model management.
Open sourceVisit Kubeflow (official site)
Rescale
Rescale is a cloud platform for high-performance computing, simulation, AI physics and agentic engineering, sold as quoted enterprise editions.
Contact salesVisit Rescale (official site)
DataRobot FAQ
How much does DataRobot cost?
DataRobot does not publish prices. Plans such as Pricing 5.0 (Classic MLOps) are arranged through a DataRobot representative, so contact sales for a quote.
Is there a free trial for DataRobot?
Yes. A one-time 30-day self-service trial offers full platform access with no contract. Up to 5 team members can be invited.
What happens after the DataRobot trial ends?
Contact Sales to upgrade. If you do not, DataRobot permanently deletes your data and assets 30 days after the trial expires.
Does DataRobot have an API?
Yes. Besides the web interface, you can work programmatically with the REST API and Python client packages, and switch between GUI and code at any time.
Can DataRobot run on-premises?
Yes. The platform is described as deployable on-premises, in sovereign or hybrid setups, across clouds or at the edge, and a Self-Managed AI Platform option exists.
Who is DataRobot for?
Enterprise AI, data science and ML engineering teams, as well as governance and risk groups that need monitoring and approval workflows.
What are alternatives to DataRobot?
H2O.ai, Dataiku, Databricks, Amazon SageMaker and Google Vertex AI are common alternatives.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
Image credits
- Logo: from datarobot.com · fetched · Vendor trademark, used only to identify the product; removed on request
- Cover: none collected yet, so a generated tile is shown.
Spot an error? Report an issue with this listing. We also remove a logo or image on the owner's request.
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